Base-calling of Automated Sequencer Traces Using Phred. II. Error Probabilities

Genome Res. 1998 Mar;8(3):186-94.

Abstract

Elimination of the data processing bottleneck in high-throughput sequencing will require both improved accuracy of data processing software and reliable measures of that accuracy. We have developed and implemented in our base-calling program phred the ability to estimate a probability of error for each base-call, as a function of certain parameters computed from the trace data. These error probabilities are shown here to be valid (correspond to actual error rates) and to have high power to discriminate correct base-calls from incorrect ones, for read data collected under several different chemistries and electrophoretic conditions. They play a critical role in our assembly program phrap and our finishing program consed.

Publication types

  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • Base Sequence
  • Chimera
  • Cloning, Molecular / methods
  • Data Interpretation, Statistical
  • Discriminant Analysis
  • Genetic Vectors
  • Human Genome Project
  • Humans
  • Probability
  • Quality Control
  • Reproducibility of Results
  • Sequence Analysis, DNA / methods*
  • Sequence Analysis, DNA / standards
  • Sequence Analysis, DNA / statistics & numerical data*
  • Software*